{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Appartment Rent Ad Creation\n",
    "\n",
    "I have an appartment that I must rent. Let's see if TinyTroupe can help me advertise to the right people!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
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     "iopub.status.busy": "2025-07-26T16:59:12.729821Z",
     "iopub.status.idle": "2025-07-26T16:59:44.096064Z",
     "shell.execute_reply": "2025-07-26T16:59:44.094063Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n",
      "Looking for default config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\..\\tinytroupe\\utils\\..\\config.ini\n",
      "Found custom config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\config.ini\n",
      "TinyTroupe version: 0.5.1\n",
      "Current date and time (local): 2025-07-26 13:59:15\n",
      "Current date and time (UTC):   2025-07-26 16:59:15\n",
      "\n",
      "=================================\n",
      "Current TinyTroupe configuration \n",
      "=================================\n",
      "[OpenAI]\n",
      "api_type = openai\n",
      "azure_api_version = 2024-08-01-preview\n",
      "model = gpt-4.1-mini\n",
      "reasoning_model = o3-mini\n",
      "embedding_model = text-embedding-3-small\n",
      "max_tokens = 32000\n",
      "temperature = 1.5\n",
      "freq_penalty = 0.1\n",
      "presence_penalty = 0.1\n",
      "timeout = 480\n",
      "max_attempts = 5\n",
      "waiting_time = 0\n",
      "exponential_backoff_factor = 5\n",
      "reasoning_effort = high\n",
      "cache_api_calls = False\n",
      "cache_file_name = openai_api_cache.pickle\n",
      "max_content_display_length = 1024\n",
      "azure_embedding_model_api_version = 2023-05-15\n",
      "\n",
      "[Simulation]\n",
      "parallel_agent_generation = True\n",
      "parallel_agent_actions = True\n",
      "rai_harmful_content_prevention = True\n",
      "rai_copyright_infringement_prevention = True\n",
      "\n",
      "[Cognition]\n",
      "enable_memory_consolidation = True\n",
      "min_episode_length = 15\n",
      "max_episode_length = 50\n",
      "episodic_memory_fixed_prefix_length = 10\n",
      "episodic_memory_lookback_length = 20\n",
      "\n",
      "[ActionGenerator]\n",
      "max_attempts = 2\n",
      "enable_quality_checks = False\n",
      "enable_regeneration = True\n",
      "enable_direct_correction = False\n",
      "enable_quality_check_for_persona_adherence = True\n",
      "enable_quality_check_for_selfconsistency = False\n",
      "enable_quality_check_for_fluency = False\n",
      "enable_quality_check_for_suitability = False\n",
      "enable_quality_check_for_similarity = False\n",
      "continue_on_failure = True\n",
      "quality_threshold = 5\n",
      "\n",
      "[Logging]\n",
      "loglevel = ERROR\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "sys.path.insert(0, '..')\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld, TinySocialNetwork\n",
    "from tinytroupe.examples import *\n",
    "from tinytroupe.extraction import ResultsExtractor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:59:44.217204Z",
     "iopub.status.busy": "2025-07-26T16:59:44.216206Z",
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     "shell.execute_reply": "2025-07-26T16:59:44.358105Z"
    }
   },
   "outputs": [],
   "source": [
    "focus_group = TinyWorld(\"Focus group\", [create_lisa_the_data_scientist(), create_oscar_the_architect(), create_marcos_the_physician()])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:59:44.371102Z",
     "iopub.status.busy": "2025-07-26T16:59:44.370102Z",
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     "shell.execute_reply": "2025-07-26T16:59:44.404463Z"
    }
   },
   "outputs": [],
   "source": [
    "situation = \\\n",
    "\"\"\" \n",
    "This is a focus group dedicated to finding the best way to advertise an appartment for rent.\n",
    "Everyone in the group is a friend to the person who is renting the appartment, called Paulo.\n",
    "The objective is to find the best way to advertise the appartment, so that Paulo can find a good tenant.\n",
    "\"\"\"\n",
    "\n",
    "apartment_description = \\\n",
    "\"\"\"\t\n",
    "The appartment has the following characteristics:\n",
    "  - It is in an old building, but was completely renovated and remodeled by an excellent architect. \n",
    "    There are almost no walls, so it is very spacious, mostly composed of integrated spaces. \n",
    "  - It was also recently repainted, so it looks brand new.\n",
    "  - 1 bedroom. Originally, it had two, but one was converted into a home office.\n",
    "  - 1 integrated kitchen and living room. The kitchen is very elegant, with a central eating wood table,\n",
    "    with 60s-style chairs. The appliances are in gray and steel, and the cabinets are in white, the wood\n",
    "    is light colored.\n",
    "  - Has wood-like floors in all rooms, except the kitchen and bathroom, which are tiled.  \n",
    "  - 2 bathrooms. Both with good taste porcelain and other decorative elements.\n",
    "  - 1 laundry room. The washing machine is new and also doubles as a dryer.\n",
    "  - Is already furnished with a bed, a sofa, a table, a desk, a chair, a washing machine, a refrigerator, \n",
    "    a stove, and a microwave.\n",
    "  - It has a spacious shelf for books and other objects.\n",
    "  - It is close to: a very convenient supermarket, a bakery, a gym, a bus stop, and a subway station. \n",
    "    It is also close to a great argentinian restaurant, and a pizzeria.\n",
    "  - It is located at a main avenue, but the appartment is in the back of the building, so it is very quiet.\n",
    "  - It is near of the best Medicine School in the country, so it is a good place for a medical student.  \n",
    "\"\"\"\n",
    "\n",
    "task = \\\n",
    "\"\"\"\n",
    "Discuss the best way to advertise the appartment, so that Paulo can find a good tenant.\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Inform the focus groups about their situation and task."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
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   "source": [
    "focus_group.broadcast(situation)\n",
    "focus_group.broadcast(apartment_description)\n",
    "focus_group.broadcast(task)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Start the focus group discussion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:59:44.523361Z",
     "iopub.status.busy": "2025-07-26T16:59:44.521437Z",
     "iopub.status.idle": "2025-07-26T17:00:51.695757Z",
     "shell.execute_reply": "2025-07-26T17:00:51.693757Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
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       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m1\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I need to consider the apartment's features and the target tenant to suggest the best</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; advertising approach. The apartment is spacious, modern, and well-furnished, with a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; home office, which is attractive for professionals or students. Its proximity to the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; best Medicine School suggests medical students as a prime target. Also, the quiet</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; location despite being on a main avenue is a strong selling point. I should think about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; emphasizing these aspects in the advertisement and choosing channels that reach</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; students and young professionals effectively.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I need to consider the apartment's features and the target tenant to suggest the best\u001b[0m\n",
       "\u001b[32m           > advertising approach. The apartment is spacious, modern, and well-furnished, with a\u001b[0m\n",
       "\u001b[32m           > home office, which is attractive for professionals or students. Its proximity to the\u001b[0m\n",
       "\u001b[32m           > best Medicine School suggests medical students as a prime target. Also, the quiet\u001b[0m\n",
       "\u001b[32m           > location despite being on a main avenue is a strong selling point. I should think about\u001b[0m\n",
       "\u001b[32m           > emphasizing these aspects in the advertisement and choosing channels that reach\u001b[0m\n",
       "\u001b[32m           > students and young professionals effectively.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; I need to consider the apartment's features and the target audience to suggest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; the best advertising approach. The apartment is spacious, modern, and well-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; furnished, with a home office, which could appeal to professionals or students.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Its proximity to the best Medicine School suggests medical students as a prime</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; target. Also, the quiet location despite being on a main avenue is a strong</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; selling point. I should think about advertising channels that reach students and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; young professionals, emphasizing the apartment's unique features and convenient</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; location.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > I need to consider the apartment's features and the target audience to suggest\u001b[0m\n",
       "\u001b[32m                 > the best advertising approach. The apartment is spacious, modern, and well-\u001b[0m\n",
       "\u001b[32m                 > furnished, with a home office, which could appeal to professionals or students.\u001b[0m\n",
       "\u001b[32m                 > Its proximity to the best Medicine School suggests medical students as a prime\u001b[0m\n",
       "\u001b[32m                 > target. Also, the quiet location despite being on a main avenue is a strong\u001b[0m\n",
       "\u001b[32m                 > selling point. I should think about advertising channels that reach students and\u001b[0m\n",
       "\u001b[32m                 > young professionals, emphasizing the apartment's unique features and convenient\u001b[0m\n",
       "\u001b[32m                 > location.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should consider the apartment's unique features and target audience to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; suggest the best advertising approach. The apartment is spacious, modern, and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; well-furnished, located near important amenities and a top medical school,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; making it ideal for a medical student or young professional. Highlighting</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; these aspects in the advertisement will attract suitable tenants. I should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; also think about the best platforms to reach this audience, such as university</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; bulletin boards, social media groups for students and professionals, and real</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; estate websites. Including high-quality photos emphasizing the spaciousness,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; modern kitchen, and quiet location will be important.</span>\n",
       "</pre>\n"
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       "\u001b[32m                    > I should consider the apartment's unique features and target audience to\u001b[0m\n",
       "\u001b[32m                    > suggest the best advertising approach. The apartment is spacious, modern, and\u001b[0m\n",
       "\u001b[32m                    > well-furnished, located near important amenities and a top medical school,\u001b[0m\n",
       "\u001b[32m                    > making it ideal for a medical student or young professional. Highlighting\u001b[0m\n",
       "\u001b[32m                    > these aspects in the advertisement will attract suitable tenants. I should\u001b[0m\n",
       "\u001b[32m                    > also think about the best platforms to reach this audience, such as university\u001b[0m\n",
       "\u001b[32m                    > bulletin boards, social media groups for students and professionals, and real\u001b[0m\n",
       "\u001b[32m                    > estate websites. Including high-quality photos emphasizing the spaciousness,\u001b[0m\n",
       "\u001b[32m                    > modern kitchen, and quiet location will be important.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Given the apartment's features and location, I suggest we highlight its spacious,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; modern design with integrated spaces and the home office, which is perfect for students</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; or professionals. Emphasizing the proximity to the top Medicine School and nearby</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; amenities like the supermarket, bakery, gym, and public transport will attract medical</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; students or young professionals. We should use online platforms popular with students,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; such as university bulletin boards, social media groups, and rental websites. Including</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; high-quality photos showcasing the renovated interiors and elegant kitchen will also</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; help.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Given the apartment's features and location, I suggest we highlight its spacious,\u001b[0m\n",
       "\u001b[1;38;5;40m           > modern design with integrated spaces and the home office, which is perfect for students\u001b[0m\n",
       "\u001b[1;38;5;40m           > or professionals. Emphasizing the proximity to the top Medicine School and nearby\u001b[0m\n",
       "\u001b[1;38;5;40m           > amenities like the supermarket, bakery, gym, and public transport will attract medical\u001b[0m\n",
       "\u001b[1;38;5;40m           > students or young professionals. We should use online platforms popular with students,\u001b[0m\n",
       "\u001b[1;38;5;40m           > such as university bulletin boards, social media groups, and rental websites. Including\u001b[0m\n",
       "\u001b[1;38;5;40m           > high-quality photos showcasing the renovated interiors and elegant kitchen will also\u001b[0m\n",
       "\u001b[1;38;5;40m           > help.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Given the apartment's features and location, I think we should highlight its</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; spacious, modern design with integrated spaces and the home office, which is</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; perfect for remote work or study. Emphasizing the quietness despite being on a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; main avenue and proximity to the top Medicine School could attract medical</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; students or professionals. We could advertise on university bulletin boards,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; social media groups for students and young professionals, and local community</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; boards. High-quality photos showcasing the renovated interiors and furnishings</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; would also be essential.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Given the apartment's features and location, I think we should highlight its\u001b[0m\n",
       "\u001b[1;38;5;40m                 > spacious, modern design with integrated spaces and the home office, which is\u001b[0m\n",
       "\u001b[1;38;5;40m                 > perfect for remote work or study. Emphasizing the quietness despite being on a\u001b[0m\n",
       "\u001b[1;38;5;40m                 > main avenue and proximity to the top Medicine School could attract medical\u001b[0m\n",
       "\u001b[1;38;5;40m                 > students or professionals. We could advertise on university bulletin boards,\u001b[0m\n",
       "\u001b[1;38;5;40m                 > social media groups for students and young professionals, and local community\u001b[0m\n",
       "\u001b[1;38;5;40m                 > boards. High-quality photos showcasing the renovated interiors and furnishings\u001b[0m\n",
       "\u001b[1;38;5;40m                 > would also be essential.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Given the apartment's spacious and modern design, its proximity to the best</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Medicine School, and nearby amenities like supermarkets and gyms, I think we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; should target medical students and young professionals. We could advertise on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; university bulletin boards, social media groups related to students and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; professionals in São Paulo, and popular real estate websites. Including high-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; quality photos that showcase the integrated spaces, elegant kitchen, and quiet</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; location will definitely help attract the right tenant.</span>\n",
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       "\u001b[1;38;5;40m                    > Given the apartment's spacious and modern design, its proximity to the best\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Medicine School, and nearby amenities like supermarkets and gyms, I think we\u001b[0m\n",
       "\u001b[1;38;5;40m                    > should target medical students and young professionals. We could advertise on\u001b[0m\n",
       "\u001b[1;38;5;40m                    > university bulletin boards, social media groups related to students and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > professionals in São Paulo, and popular real estate websites. Including high-\u001b[0m\n",
       "\u001b[1;38;5;40m                    > quality photos that showcase the integrated spaces, elegant kitchen, and quiet\u001b[0m\n",
       "\u001b[1;38;5;40m                    > location will definitely help attract the right tenant.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Also, I think it's important to mention the quietness of the apartment despite being on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; a main avenue, which is a rare find and very appealing. We could add that the apartment</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; is fully furnished with quality appliances and tasteful decor, so tenants can move in</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; without hassle. Maybe offering a virtual tour or video walkthrough could attract more</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; interest, especially from busy students or professionals who can't visit in person</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; easily.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Also, I think it's important to mention the quietness of the apartment despite being on\u001b[0m\n",
       "\u001b[1;38;5;40m           > a main avenue, which is a rare find and very appealing. We could add that the apartment\u001b[0m\n",
       "\u001b[1;38;5;40m           > is fully furnished with quality appliances and tasteful decor, so tenants can move in\u001b[0m\n",
       "\u001b[1;38;5;40m           > without hassle. Maybe offering a virtual tour or video walkthrough could attract more\u001b[0m\n",
       "\u001b[1;38;5;40m           > interest, especially from busy students or professionals who can't visit in person\u001b[0m\n",
       "\u001b[1;38;5;40m           > easily.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Given the apartment's features and location, I think we should highlight its</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; spacious, modern design with integrated spaces and the home office, which is</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; perfect for remote work or study. Emphasizing the quietness despite being on a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; main avenue and proximity to the top Medicine School could attract medical</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; students or professionals. We could advertise on university bulletin boards,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; social media groups for students and young professionals, and local community</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; boards. High-quality photos showcasing the renovated interiors and furnishings</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; would also be essential.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Given the apartment's features and location, I think we should highlight its\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > spacious, modern design with integrated spaces and the home office, which is\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > perfect for remote work or study. Emphasizing the quietness despite being on a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > main avenue and proximity to the top Medicine School could attract medical\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > students or professionals. We could advertise on university bulletin boards,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > social media groups for students and young professionals, and local community\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > boards. High-quality photos showcasing the renovated interiors and furnishings\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > would also be essential.\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Given the apartment's features and location, I suggest we highlight its spacious,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; modern design with integrated spaces and the home office, which is perfect for students</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; or professionals. Emphasizing the proximity to the top Medicine School and nearby</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; amenities like the supermarket, bakery, gym, and public transport will attract medical</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; students or young professionals. We should use online platforms popular with students,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; such as university bulletin boards, social media groups, and rental websites. Including</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; high-quality photos showcasing the renovated interiors and elegant kitchen will also</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; help.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Given the apartment's features and location, I suggest we highlight its spacious,\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > modern design with integrated spaces and the home office, which is perfect for students\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > or professionals. Emphasizing the proximity to the top Medicine School and nearby\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > amenities like the supermarket, bakery, gym, and public transport will attract medical\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > students or young professionals. We should use online platforms popular with students,\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > such as university bulletin boards, social media groups, and rental websites. Including\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > high-quality photos showcasing the renovated interiors and elegant kitchen will also\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > help.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
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       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Also, I think it's important to mention the quietness of the apartment despite being on</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; a main avenue, which is a rare find and very appealing. We could add that the apartment</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; is fully furnished with quality appliances and tasteful decor, so tenants can move in</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; without hassle. Maybe offering a virtual tour or video walkthrough could attract more</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; interest, especially from busy students or professionals who can't visit in person</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; easily.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Also, I think it's important to mention the quietness of the apartment despite being on\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > a main avenue, which is a rare find and very appealing. We could add that the apartment\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > is fully furnished with quality appliances and tasteful decor, so tenants can move in\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > without hassle. Maybe offering a virtual tour or video walkthrough could attract more\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > interest, especially from busy students or professionals who can't visit in person\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > easily.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
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       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Given the apartment's spacious and modern design, its proximity to the best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Medicine School, and nearby amenities like supermarkets and gyms, I think we</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; should target medical students and young professionals. We could advertise on</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; university bulletin boards, social media groups related to students and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; professionals in São Paulo, and popular real estate websites. Including high-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; quality photos that showcase the integrated spaces, elegant kitchen, and quiet</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; location will definitely help attract the right tenant.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Given the apartment's spacious and modern design, its proximity to the best\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Medicine School, and nearby amenities like supermarkets and gyms, I think we\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > should target medical students and young professionals. We could advertise on\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > university bulletin boards, social media groups related to students and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > professionals in São Paulo, and popular real estate websites. Including high-\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > quality photos that showcase the integrated spaces, elegant kitchen, and quiet\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > location will definitely help attract the right tenant.\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
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       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
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       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m2\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Oscar and Marcos have provided valuable suggestions that align well with the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; apartment's features and target audience. Emphasizing the quietness despite the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; main avenue location, the fully furnished aspect, and offering virtual tours are</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; excellent ideas to attract busy students and professionals. Targeting university</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; bulletin boards, social media groups, and popular rental websites in São Paulo</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; seems like the right approach. I should consider how to integrate these points</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; into a concise advertising message that highlights the apartment's unique selling</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; points effectively.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > Oscar and Marcos have provided valuable suggestions that align well with the\u001b[0m\n",
       "\u001b[32m                 > apartment's features and target audience. Emphasizing the quietness despite the\u001b[0m\n",
       "\u001b[32m                 > main avenue location, the fully furnished aspect, and offering virtual tours are\u001b[0m\n",
       "\u001b[32m                 > excellent ideas to attract busy students and professionals. Targeting university\u001b[0m\n",
       "\u001b[32m                 > bulletin boards, social media groups, and popular rental websites in São Paulo\u001b[0m\n",
       "\u001b[32m                 > seems like the right approach. I should consider how to integrate these points\u001b[0m\n",
       "\u001b[32m                 > into a concise advertising message that highlights the apartment's unique selling\u001b[0m\n",
       "\u001b[32m                 > points effectively.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Both Lisa and Marcos emphasize targeting medical students and young professionals,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; highlighting the apartment's spacious, modern design, proximity to the Medicine School,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; and quiet location. They also agree on using university bulletin boards, social media</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; groups, and real estate websites for advertising, along with high-quality photos. This</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; consensus confirms that focusing on these aspects and channels is the best approach. I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; should consider suggesting a concise, appealing ad text that incorporates these points</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; and possibly recommend a virtual tour to enhance interest.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Both Lisa and Marcos emphasize targeting medical students and young professionals,\u001b[0m\n",
       "\u001b[32m           > highlighting the apartment's spacious, modern design, proximity to the Medicine School,\u001b[0m\n",
       "\u001b[32m           > and quiet location. They also agree on using university bulletin boards, social media\u001b[0m\n",
       "\u001b[32m           > groups, and real estate websites for advertising, along with high-quality photos. This\u001b[0m\n",
       "\u001b[32m           > consensus confirms that focusing on these aspects and channels is the best approach. I\u001b[0m\n",
       "\u001b[32m           > should consider suggesting a concise, appealing ad text that incorporates these points\u001b[0m\n",
       "\u001b[32m           > and possibly recommend a virtual tour to enhance interest.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Oscar's suggestion to emphasize the apartment's quietness despite being on a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; main avenue is very important and appealing. Mentioning that it is fully</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; furnished with quality appliances and tasteful decor will attract tenants</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; looking for convenience. Offering a virtual tour or video walkthrough is a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; modern and practical idea, especially for busy medical students or</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; professionals who may not be able to visit in person. Combining these points</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with previous ideas about targeting university bulletin boards, social media</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; groups, and rental websites will create a comprehensive advertising strategy.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Oscar's suggestion to emphasize the apartment's quietness despite being on a\u001b[0m\n",
       "\u001b[32m                    > main avenue is very important and appealing. Mentioning that it is fully\u001b[0m\n",
       "\u001b[32m                    > furnished with quality appliances and tasteful decor will attract tenants\u001b[0m\n",
       "\u001b[32m                    > looking for convenience. Offering a virtual tour or video walkthrough is a\u001b[0m\n",
       "\u001b[32m                    > modern and practical idea, especially for busy medical students or\u001b[0m\n",
       "\u001b[32m                    > professionals who may not be able to visit in person. Combining these points\u001b[0m\n",
       "\u001b[32m                    > with previous ideas about targeting university bulletin boards, social media\u001b[0m\n",
       "\u001b[32m                    > groups, and rental websites will create a comprehensive advertising strategy.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; I agree with both Lisa and Marcos. We should craft an advertisement that highlights the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; apartment's spacious, modern design with integrated spaces and the home office, perfect</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; for remote work or study. Emphasizing its quietness despite being on a main avenue and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; proximity to the top Medicine School will attract medical students and young</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; professionals. Using university bulletin boards, social media groups, local community</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; boards, and popular real estate websites for advertising is ideal. Including high-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; quality photos and possibly a virtual tour will make the listing stand out.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > I agree with both Lisa and Marcos. We should craft an advertisement that highlights the\u001b[0m\n",
       "\u001b[1;38;5;40m           > apartment's spacious, modern design with integrated spaces and the home office, perfect\u001b[0m\n",
       "\u001b[1;38;5;40m           > for remote work or study. Emphasizing its quietness despite being on a main avenue and\u001b[0m\n",
       "\u001b[1;38;5;40m           > proximity to the top Medicine School will attract medical students and young\u001b[0m\n",
       "\u001b[1;38;5;40m           > professionals. Using university bulletin boards, social media groups, local community\u001b[0m\n",
       "\u001b[1;38;5;40m           > boards, and popular real estate websites for advertising is ideal. Including high-\u001b[0m\n",
       "\u001b[1;38;5;40m           > quality photos and possibly a virtual tour will make the listing stand out.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; I agree with Oscar and Marcos. We should highlight the apartment's spacious,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; modern design with integrated spaces and the home office, perfect for students or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; professionals. Emphasizing its quietness despite being on a main avenue, the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; fully furnished aspect with quality appliances, and proximity to the top Medicine</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; School and amenities like supermarkets, gyms, and public transport will attract</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; the right tenants. Including high-quality photos and offering a virtual tour or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; video walkthrough will make the listing more appealing, especially for busy</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; medical students or young professionals who may not be able to visit in person.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Advertising on university bulletin boards, social media groups, and popular</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; rental websites in São Paulo seems like the best approach.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > I agree with Oscar and Marcos. We should highlight the apartment's spacious,\u001b[0m\n",
       "\u001b[1;38;5;40m                 > modern design with integrated spaces and the home office, perfect for students or\u001b[0m\n",
       "\u001b[1;38;5;40m                 > professionals. Emphasizing its quietness despite being on a main avenue, the\u001b[0m\n",
       "\u001b[1;38;5;40m                 > fully furnished aspect with quality appliances, and proximity to the top Medicine\u001b[0m\n",
       "\u001b[1;38;5;40m                 > School and amenities like supermarkets, gyms, and public transport will attract\u001b[0m\n",
       "\u001b[1;38;5;40m                 > the right tenants. Including high-quality photos and offering a virtual tour or\u001b[0m\n",
       "\u001b[1;38;5;40m                 > video walkthrough will make the listing more appealing, especially for busy\u001b[0m\n",
       "\u001b[1;38;5;40m                 > medical students or young professionals who may not be able to visit in person.\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Advertising on university bulletin boards, social media groups, and popular\u001b[0m\n",
       "\u001b[1;38;5;40m                 > rental websites in São Paulo seems like the best approach.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I agree with Oscar's points. Highlighting the apartment's quietness despite</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; its main avenue location is definitely a strong selling point. Also,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; emphasizing that it's fully furnished with quality appliances and tasteful</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; decor will appeal to tenants looking for convenience. Offering a virtual tour</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; or video walkthrough is a great idea to attract busy medical students or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; professionals who might not be able to visit in person. Combining these</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; elements with targeted advertising on university bulletin boards, social media</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; groups, and rental websites should maximize our chances of finding a good</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; tenant for Paulo.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I agree with Oscar's points. Highlighting the apartment's quietness despite\u001b[0m\n",
       "\u001b[1;38;5;40m                    > its main avenue location is definitely a strong selling point. Also,\u001b[0m\n",
       "\u001b[1;38;5;40m                    > emphasizing that it's fully furnished with quality appliances and tasteful\u001b[0m\n",
       "\u001b[1;38;5;40m                    > decor will appeal to tenants looking for convenience. Offering a virtual tour\u001b[0m\n",
       "\u001b[1;38;5;40m                    > or video walkthrough is a great idea to attract busy medical students or\u001b[0m\n",
       "\u001b[1;38;5;40m                    > professionals who might not be able to visit in person. Combining these\u001b[0m\n",
       "\u001b[1;38;5;40m                    > elements with targeted advertising on university bulletin boards, social media\u001b[0m\n",
       "\u001b[1;38;5;40m                    > groups, and rental websites should maximize our chances of finding a good\u001b[0m\n",
       "\u001b[1;38;5;40m                    > tenant for Paulo.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; I agree with Oscar and Marcos. We should highlight the apartment's spacious,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; modern design with integrated spaces and the home office, perfect for students or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; professionals. Emphasizing its quietness despite being on a main avenue, the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; fully furnished aspect with quality appliances, and proximity to the top Medicine</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; School and amenities like supermarkets, gyms, and public transport will attract</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; the right tenants. Including high-quality photos and offering a virtual tour or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; video walkthrough will make the listing more appealing, especially for busy</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; medical students or young professionals who may not be able to visit in person.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Advertising on university bulletin boards, social media groups, and popular</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; rental websites in São Paulo seems like the best approach.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > I agree with Oscar and Marcos. We should highlight the apartment's spacious,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > modern design with integrated spaces and the home office, perfect for students or\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > professionals. Emphasizing its quietness despite being on a main avenue, the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > fully furnished aspect with quality appliances, and proximity to the top Medicine\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > School and amenities like supermarkets, gyms, and public transport will attract\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > the right tenants. Including high-quality photos and offering a virtual tour or\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > video walkthrough will make the listing more appealing, especially for busy\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > medical students or young professionals who may not be able to visit in person.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Advertising on university bulletin boards, social media groups, and popular\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > rental websites in São Paulo seems like the best approach.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
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       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; I agree with both Lisa and Marcos. We should craft an advertisement that highlights the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; apartment's spacious, modern design with integrated spaces and the home office, perfect</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; for remote work or study. Emphasizing its quietness despite being on a main avenue and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; proximity to the top Medicine School will attract medical students and young</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; professionals. Using university bulletin boards, social media groups, local community</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; boards, and popular real estate websites for advertising is ideal. Including high-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; quality photos and possibly a virtual tour will make the listing stand out.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > I agree with both Lisa and Marcos. We should craft an advertisement that highlights the\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > apartment's spacious, modern design with integrated spaces and the home office, perfect\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > for remote work or study. Emphasizing its quietness despite being on a main avenue and\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > proximity to the top Medicine School will attract medical students and young\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > professionals. Using university bulletin boards, social media groups, local community\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > boards, and popular real estate websites for advertising is ideal. Including high-\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > quality photos and possibly a virtual tour will make the listing stand out.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
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       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I agree with Oscar's points. Highlighting the apartment's quietness despite</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; its main avenue location is definitely a strong selling point. Also,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; emphasizing that it's fully furnished with quality appliances and tasteful</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; decor will appeal to tenants looking for convenience. Offering a virtual tour</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; or video walkthrough is a great idea to attract busy medical students or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; professionals who might not be able to visit in person. Combining these</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; elements with targeted advertising on university bulletin boards, social media</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; groups, and rental websites should maximize our chances of finding a good</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; tenant for Paulo.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I agree with Oscar's points. Highlighting the apartment's quietness despite\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > its main avenue location is definitely a strong selling point. Also,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > emphasizing that it's fully furnished with quality appliances and tasteful\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > decor will appeal to tenants looking for convenience. Offering a virtual tour\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > or video walkthrough is a great idea to attract busy medical students or\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > professionals who might not be able to visit in person. Combining these\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > elements with targeted advertising on university bulletin boards, social media\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > groups, and rental websites should maximize our chances of finding a good\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > tenant for Paulo.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
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       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m3\u001b[0m of \u001b[1;36m3\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Oscar and Marcos have reiterated key points about emphasizing the apartment's</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; quietness, full furnishing, and convenience for busy tenants. The idea of a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; virtual tour or video walkthrough is particularly appealing for medical students</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; and professionals who may have limited time. The consensus on using university</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; bulletin boards, social media groups, and rental websites confirms the best</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; channels for advertising. I should now consider how to help Paulo craft a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; compelling advertisement that integrates all these elements effectively.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > Oscar and Marcos have reiterated key points about emphasizing the apartment's\u001b[0m\n",
       "\u001b[32m                 > quietness, full furnishing, and convenience for busy tenants. The idea of a\u001b[0m\n",
       "\u001b[32m                 > virtual tour or video walkthrough is particularly appealing for medical students\u001b[0m\n",
       "\u001b[32m                 > and professionals who may have limited time. The consensus on using university\u001b[0m\n",
       "\u001b[32m                 > bulletin boards, social media groups, and rental websites confirms the best\u001b[0m\n",
       "\u001b[32m                 > channels for advertising. I should now consider how to help Paulo craft a\u001b[0m\n",
       "\u001b[32m                 > compelling advertisement that integrates all these elements effectively.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Thanks, Lisa and Marcos, for reinforcing these points. I think we're all aligned on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; emphasizing the apartment's spacious, modern design, quietness, and full furnishing</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; with quality appliances. The virtual tour idea is excellent to reach busy medical</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; students and professionals. Let's make sure the advertisement is clear, visually</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; appealing, and placed on university bulletin boards, social media groups, and popular</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; rental websites in São Paulo. This comprehensive approach should help Paulo find a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; great tenant quickly.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Thanks, Lisa and Marcos, for reinforcing these points. I think we're all aligned on\u001b[0m\n",
       "\u001b[1;38;5;40m           > emphasizing the apartment's spacious, modern design, quietness, and full furnishing\u001b[0m\n",
       "\u001b[1;38;5;40m           > with quality appliances. The virtual tour idea is excellent to reach busy medical\u001b[0m\n",
       "\u001b[1;38;5;40m           > students and professionals. Let's make sure the advertisement is clear, visually\u001b[0m\n",
       "\u001b[1;38;5;40m           > appealing, and placed on university bulletin boards, social media groups, and popular\u001b[0m\n",
       "\u001b[1;38;5;40m           > rental websites in São Paulo. This comprehensive approach should help Paulo find a\u001b[0m\n",
       "\u001b[1;38;5;40m           > great tenant quickly.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
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       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Based on our discussion, I suggest we help Paulo create an advertisement that</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; highlights the apartment's spacious, modern design with integrated spaces and a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; home office ideal for remote work or study. We should emphasize its quietness</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; despite being on a main avenue, its full furnishing with quality appliances and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; tasteful decor, and its proximity to the top Medicine School and nearby</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; amenities. Including high-quality photos and offering a virtual tour or video</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; walkthrough will make the listing more attractive. Advertising on university</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; bulletin boards, social media groups, local community boards, and popular rental</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; websites will target the right audience effectively.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Based on our discussion, I suggest we help Paulo create an advertisement that\u001b[0m\n",
       "\u001b[1;38;5;40m                 > highlights the apartment's spacious, modern design with integrated spaces and a\u001b[0m\n",
       "\u001b[1;38;5;40m                 > home office ideal for remote work or study. We should emphasize its quietness\u001b[0m\n",
       "\u001b[1;38;5;40m                 > despite being on a main avenue, its full furnishing with quality appliances and\u001b[0m\n",
       "\u001b[1;38;5;40m                 > tasteful decor, and its proximity to the top Medicine School and nearby\u001b[0m\n",
       "\u001b[1;38;5;40m                 > amenities. Including high-quality photos and offering a virtual tour or video\u001b[0m\n",
       "\u001b[1;38;5;40m                 > walkthrough will make the listing more attractive. Advertising on university\u001b[0m\n",
       "\u001b[1;38;5;40m                 > bulletin boards, social media groups, local community boards, and popular rental\u001b[0m\n",
       "\u001b[1;38;5;40m                 > websites will target the right audience effectively.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Based on our discussion, I suggest we help Paulo create an advertisement that</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; highlights the apartment's spacious, modern design with integrated spaces and a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; home office ideal for remote work or study. We should emphasize its quietness</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; despite being on a main avenue, its full furnishing with quality appliances and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; tasteful decor, and its proximity to the top Medicine School and nearby</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; amenities. Including high-quality photos and offering a virtual tour or video</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; walkthrough will make the listing more attractive. Advertising on university</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; bulletin boards, social media groups, local community boards, and popular rental</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; websites will target the right audience effectively.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Based on our discussion, I suggest we help Paulo create an advertisement that\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > highlights the apartment's spacious, modern design with integrated spaces and a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > home office ideal for remote work or study. We should emphasize its quietness\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > despite being on a main avenue, its full furnishing with quality appliances and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > tasteful decor, and its proximity to the top Medicine School and nearby\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > amenities. Including high-quality photos and offering a virtual tour or video\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > walkthrough will make the listing more attractive. Advertising on university\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > bulletin boards, social media groups, local community boards, and popular rental\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > websites will target the right audience effectively.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
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     "metadata": {},
     "output_type": "display_data"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Thanks, Lisa and Marcos, for reinforcing these points. I think we're all aligned on</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; emphasizing the apartment's spacious, modern design, quietness, and full furnishing</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; with quality appliances. The virtual tour idea is excellent to reach busy medical</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; students and professionals. Let's make sure the advertisement is clear, visually</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; appealing, and placed on university bulletin boards, social media groups, and popular</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; rental websites in São Paulo. This comprehensive approach should help Paulo find a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; great tenant quickly.</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Thanks, Lisa and Marcos, for reinforcing these points. I think we're all aligned on\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > emphasizing the apartment's spacious, modern design, quietness, and full furnishing\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > with quality appliances. The virtual tour idea is excellent to reach busy medical\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > students and professionals. Let's make sure the advertisement is clear, visually\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > appealing, and placed on university bulletin boards, social media groups, and popular\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > rental websites in São Paulo. This comprehensive approach should help Paulo find a\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > great tenant quickly.\u001b[0m\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "focus_group.run(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:00:51.800723Z",
     "iopub.status.busy": "2025-07-26T17:00:51.798754Z",
     "iopub.status.idle": "2025-07-26T17:00:55.989264Z",
     "shell.execute_reply": "2025-07-26T17:00:55.986270Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_copy\": \"Discover a spacious, modern apartment with integrated living spaces and a dedicated home office—perfect for remote work or study. Recently renovated and fully furnished with quality appliances and tasteful decor, this quiet retreat is located at the back of a main avenue building. Enjoy proximity to the country\\'s top Medicine School, supermarkets, gyms, public transport, and popular dining spots. Ideal for medical students and young professionals seeking convenience and comfort. High-quality photos and a virtual tour are available. Find us on university bulletin boards, social media groups, local community boards, and popular rental websites in São Paulo. Move in hassle-free and experience the perfect blend of style and practicality.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'ad_copy': \"Discover a spacious, modern apartment with integrated living spaces and a dedicated home office—perfect for remote work or study. Recently renovated and fully furnished with quality appliances and tasteful decor, this quiet retreat is located at the back of a main avenue building. Enjoy proximity to the country's top Medicine School, supermarkets, gyms, public transport, and popular dining spots. Ideal for medical students and young professionals seeking convenience and comfort. High-quality photos and a virtual tour are available. Find us on university bulletin boards, social media groups, local community boards, and popular rental websites in São Paulo. Move in hassle-free and experience the perfect blend of style and practicality.\"}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extractor = ResultsExtractor()\n",
    "\n",
    "extractor.extract_results_from_world(focus_group,\n",
    "                                     extraction_objective=\"Compose an advertisement copy based on the ideas given.\",\n",
    "                                     fields=[\"ad_copy\"],\n",
    "                                    verbose=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:00:56.005283Z",
     "iopub.status.busy": "2025-07-26T17:00:56.002284Z",
     "iopub.status.idle": "2025-07-26T17:00:56.019944Z",
     "shell.execute_reply": "2025-07-26T17:00:56.017945Z"
    }
   },
   "outputs": [],
   "source": [
    "extractor.save_as_json(\"../data/extractions/appartment_rent_ad.extraction.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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